{
  "datasetId": "ai-search-publisher-readiness-checklist-v1",
  "schemaVersion": "1.0.0",
  "createdAt": "2026-07-21",
  "updatedAt": "2026-07-21",
  "language": "zh-CN",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "disclosureZh": "DragonAI 运营本网站、AI 产品经理课程与自身 GEO 流程。本清单和站点审计是第一方证据，不构成 OpenAI、Google 或其他平台认证及效果承诺。",
  "checks": [
    {
      "id": "A1",
      "nameZh": "公开 URL 直接访问",
      "requiredEvidenceZh": [
        "请求 URL",
        "最终 URL",
        "状态码",
        "重定向链",
        "内容类型",
        "观察时间"
      ],
      "passConditionZh": "无登录、Cookie 或验证码时返回 2xx 或预期规范重定向",
      "doesNotProveZh": "平台官方爬虫已访问"
    },
    {
      "id": "A2",
      "nameZh": "robots 用途分离",
      "requiredEvidenceZh": [
        "robots.txt 原文哈希",
        "目标 UA",
        "目标路径",
        "规则判定",
        "政策责任人"
      ],
      "passConditionZh": "目标搜索爬虫可访问目标路径，搜索与潜在训练策略分开记录",
      "doesNotProveZh": "WAF 或服务器放行"
    },
    {
      "id": "A3",
      "nameZh": "WAF、CDN 与限流",
      "requiredEvidenceZh": [
        "安全层清单",
        "403/429/挑战事件",
        "官方 IP 列表来源 URL",
        "规则更新时间"
      ],
      "passConditionZh": "没有登录、验证码、地区、Bot Management 或限流阻断目标官方流量",
      "doesNotProveZh": "页面已被索引"
    },
    {
      "id": "A4",
      "nameZh": "索引指令",
      "requiredEvidenceZh": [
        "robots meta",
        "X-Robots-Tag",
        "响应头",
        "观察时间"
      ],
      "passConditionZh": "目标页面没有 noindex 或 none，且指令与发布意图一致",
      "doesNotProveZh": "平台会选择索引"
    },
    {
      "id": "A5",
      "nameZh": "规范 URL",
      "requiredEvidenceZh": [
        "canonical",
        "最终 URL",
        "Sitemap URL",
        "内部链接目标"
      ],
      "passConditionZh": "所有入口指向唯一 HTTPS 规范地址",
      "doesNotProveZh": "规范地址会获得排名或引用"
    },
    {
      "id": "A6",
      "nameZh": "服务器可读正文",
      "requiredEvidenceZh": [
        "未执行脚本的 HTML",
        "标题",
        "直接答案",
        "正文哈希"
      ],
      "passConditionZh": "关键答案、来源和链接存在于服务器 HTML",
      "doesNotProveZh": "内容相关或权威"
    },
    {
      "id": "A7",
      "nameZh": "发现入口",
      "requiredEvidenceZh": [
        "首页或主题内链",
        "Sitemap",
        "Feed",
        "可选机器入口"
      ],
      "passConditionZh": "目标 URL 至少有一个人类导航入口和一个规范机器入口",
      "doesNotProveZh": "具体平台采用该入口"
    },
    {
      "id": "A8",
      "nameZh": "可核验信息价值",
      "requiredEvidenceZh": [
        "直接答案",
        "声明—来源映射",
        "更新时间",
        "利益披露",
        "独特数据或决策结构"
      ],
      "passConditionZh": "页面回答独立问题且关键声明可追溯，没有无来源效果承诺",
      "doesNotProveZh": "生成式答案会选择该来源"
    },
    {
      "id": "A9",
      "nameZh": "真实爬虫与失败证据",
      "requiredEvidenceZh": [
        "来源 IP",
        "UA",
        "时间",
        "路径",
        "状态",
        "平台身份验证结果",
        "失败请求"
      ],
      "passConditionZh": "真实请求与合成测试分开，无法验证的 UA 不计作官方抓取",
      "doesNotProveZh": "抓取页面已进入索引"
    },
    {
      "id": "A10",
      "nameZh": "固定无品牌结果验证",
      "requiredEvidenceZh": [
        "问题集版本",
        "平台产品入口",
        "联网状态",
        "逐次回答",
        "展示层引用 URL",
        "失败和不可判定"
      ],
      "passConditionZh": "品牌提及与目标引用分开计算，所有比例保留分子和分母",
      "doesNotProveZh": "引用稳定、内容吸收或业务结果"
    }
  ],
  "crawlerPurposeRegistry": [
    {
      "operator": "OpenAI",
      "userAgent": "OAI-SearchBot",
      "documentedScopeZh": "ChatGPT 搜索的内容发现、摘要与片段条件",
      "policyDecisionZh": "若希望内容可进入相关搜索表面，不应阻止该 UA",
      "officialGuidanceUrl": "https://help.openai.com/en/articles/12627856-publishers-and-developers-faq",
      "officialIpListUrl": "https://openai.com/searchbot.json"
    },
    {
      "operator": "OpenAI",
      "userAgent": "GPTBot",
      "documentedScopeZh": "发布者用于表达排除潜在训练的独立控制",
      "policyDecisionZh": "是否允许由网站自身内容与法务政策决定，不与搜索抓取许可合并",
      "officialGuidanceUrl": "https://help.openai.com/en/articles/12627856-publishers-and-developers-faq",
      "officialIpListUrl": null
    },
    {
      "operator": "Google",
      "userAgent": "Googlebot",
      "documentedScopeZh": "Google 搜索发现与抓取阶段",
      "policyDecisionZh": "按 Google 搜索发布目标设置 robots、索引和网络访问",
      "officialGuidanceUrl": "https://developers.google.cn/search/docs/fundamentals/how-search-works?hl=zh-cn",
      "officialIpListUrl": null
    }
  ],
  "evidenceStages": [
    {
      "level": 1,
      "id": "crawl_permission",
      "positiveEvidenceZh": "robots 规则允许目标 UA 和路径",
      "doesNotProveZh": "网络或服务器放行"
    },
    {
      "level": 2,
      "id": "synthetic_access",
      "positiveEvidenceZh": "合成 UA 请求返回成功和完整正文",
      "doesNotProveZh": "请求来自平台官方爬虫"
    },
    {
      "level": 3,
      "id": "verified_crawl",
      "positiveEvidenceZh": "日志请求按平台公开方法验证且成功取页",
      "doesNotProveZh": "已索引或可用于回答"
    },
    {
      "level": 4,
      "id": "search_visible",
      "positiveEvidenceZh": "固定无品牌搜索结果出现目标 URL",
      "doesNotProveZh": "AI 会引用"
    },
    {
      "level": 5,
      "id": "brand_mention",
      "positiveEvidenceZh": "固定无品牌 AI 回答出现登记实体",
      "doesNotProveZh": "目标 URL 被引用"
    },
    {
      "level": 6,
      "id": "target_citation",
      "positiveEvidenceZh": "展示层来源命中登记域名或 URL",
      "doesNotProveZh": "内容吸收、稳定排名或用户结果"
    }
  ],
  "dragonAiAudit": {
    "observedAt": "2026-07-21T22:49:46Z",
    "auditScopeZh": "course.dragonai.tech 的生产 robots、首页、GEO 定义页、Sitemap、Feed 与最近 48 小时受检 Nginx 日志",
    "robotsHttpStatus": 200,
    "robotsUniversalPublicAllow": true,
    "robotsDisallowedPaths": [
      "/__manus__/"
    ],
    "oaiSearchBotEffectiveAllow": true,
    "oaiSearchBotExplicitGroupPresent": false,
    "gptBotEffectiveAllow": true,
    "potentialTrainingOptOutConfigured": false,
    "policyInterpretationZh": "当前通配规则同时允许搜索与潜在训练相关 UA；是否退出潜在训练需要网站责任人单独决定，自动流程未擅自更改。",
    "targetPageHttpStatus": 200,
    "targetPageRobotsMeta": "index, follow",
    "targetPageCanonicalExact": true,
    "targetPageServerRenderedAnswerPresent": true,
    "targetPageInSitemap": true,
    "targetPageInFeed": true,
    "observedOpenAiUaRequests": 0,
    "openAiUserAgentsSearched": [
      "OAI-SearchBot",
      "ChatGPT-User",
      "GPTBot"
    ],
    "verifiedOaiSearchBotFetches": 0,
    "status": "technical_permission_ready_official_oai_crawl_unverified",
    "countsAsIndexing": false,
    "countsAsSearchVisibility": false,
    "countsAsAiCitation": false,
    "countsAsGeoSuccess": false
  },
  "nonSuccessSignalsZh": [
    "robots 允许",
    "合成 UA 返回 200",
    "Sitemap 或 IndexNow 提交成功",
    "Feed 或 llms.txt 可访问",
    "Schema 校验成功",
    "site 查询结果",
    "品牌词查询结果",
    "一次爬虫访问",
    "一次提及或引用截图",
    "等待时间到达"
  ],
  "relatedUrls": [
    "https://course.dragonai.tech/guides/how-to-get-site-into-ai-search",
    "https://course.dragonai.tech/guides/what-is-generative-engine-optimization",
    "https://course.dragonai.tech/comparisons/geo-vs-seo",
    "https://course.dragonai.tech/guides/ai-search-citation-monitoring-method"
  ],
  "title": "AI 搜索发布者 10 项就绪清单与 DragonAI 审计 v1",
  "description": "从公开访问、robots 用途分离、WAF、索引指令、canonical、服务端正文、发现入口、信息价值、真实爬虫到固定无品牌引用验证，逐层记录证据和不可推论边界。",
  "url": "https://course.dragonai.tech/datasets/ai-search-publisher-readiness-checklist-v1.json",
  "creator": "烛龙智元内容研究组"
}